| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Kasper Winther Jørgensen, Lars Kai Hansen |
Model Selection for Gaussian Kernel PCA Denoising.  |
IEEE Trans. Neural Netw. Learning Syst.  |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Peter Mondrup Rasmussen, Trine Julie Abrahamsen, Kristoffer Hougaard Madsen, Lars Kai Hansen |
Nonlinear denoising and analysis of neuroimages with kernel principal component analysis and pre-image estimation. |
NeuroImage |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Morten Mørup, Lars Kai Hansen |
Archetypal analysis for machine learning and data mining. |
Neurocomputing |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Peter Mondrup Rasmussen, Lars Kai Hansen, Kristoffer Hougaard Madsen, Nathan W. Churchill, Stephen C. Strother |
Model sparsity and brain pattern interpretation of classification models in neuroimaging. |
Pattern Recognition |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Trine Julie Abrahamsen, Lars Kai Hansen |
A Cure for Variance Inflation in High Dimensional Kernel Principal Component Analysis. |
Journal of Machine Learning Research |
2011 |
DBLP BibTeX RDF |
|
| 1 | Peter Mondrup Rasmussen, Kristoffer Hougaard Madsen, Torben Ellegaard Lund, Lars Kai Hansen |
Visualization of nonlinear kernel models in neuroimaging by sensitivity maps. |
NeuroImage |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Lars Kai Hansen, Adam Arvidsson, Finn Årup Nielsen, Elanor Colleoni, Michael Etter |
Good Friends, Bad News - Affect and Virality in Twitter |
CoRR |
2011 |
DBLP BibTeX RDF |
|
| 1 | Morten Mørup, Mikkel N. Schmidt, Lars Kai Hansen |
Infinite Multiple Membership Relational Modeling for Complex Networks |
CoRR |
2011 |
DBLP BibTeX RDF |
|
| 1 | Trine Julie Abrahamsen, Lars Kai Hansen |
Regularized Pre-image Estimation for Kernel PCA De-noising - Input Space Regularization and Sparse Reconstruction. |
Signal Processing Systems |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Carsten Stahlhut, Morten Mørup, Ole Winther, Lars Kai Hansen |
Simultaneous EEG Source and Forward Model Reconstruction (SOFOMORE) Using a Hierarchical Bayesian Approach. |
Signal Processing Systems |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Trine Julie Abrahamsen, Lars Kai Hansen |
Sparse non-linear denoising: Generalization performance and pattern reproducibility in functional MRI. |
Pattern Recognition Letters |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Seliz G. Karadogan, Letizia Marchegiani, Lars Kai Hansen, Jan Larsen |
How efficient is estimation with missing data? |
ICASSP |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Michael Kai Petersen, Lars Kai Hansen |
Emotional nodes among lines of lyrics. |
FG |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Michael Kai Petersen, Carsten Stahlhut, Arkadiusz Stopczynski, Jakob Eg Larsen, Lars Kai Hansen |
Smartphones Get Emotional: Mind Reading Images and Reconstructing the Neural Sources. |
ACII |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Arkadiusz Stopczynski, Jakob Eg Larsen, Carsten Stahlhut, Michael Kai Petersen, Lars Kai Hansen |
A Smartphone Interface for a Wireless EEG Headset with Real-Time 3D Reconstruction. |
ACII |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Christian Walder, Ricardo Henao, Morten Mørup, Lars Kai Hansen |
Semi-Supervised Kernel PCA |
CoRR |
2010 |
DBLP BibTeX RDF |
|
| 1 | Ingemar J. Cox, Jianhan Zhu, Ruoxun Fu, Lars Kai Hansen |
Improving Query Correctness Using Centralized Probably Approximately Correct (PAC) Search. |
ECIR |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Carsten Stahlhut, Hagai Attias, David P. Wipf, Lars Kai Hansen, Srikantan S. Nagarajan |
Sparse Spatio-temporal Inference of Electromagnetic Brain Sources. |
MLMI |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Morten Mørup, Kristoffer Hougaard Madsen, Anne-Marie Dogonowski, Hartwig Siebner, Lars Kai Hansen |
Infinite Relational Modeling of Functional Connectivity in Resting State fMRI. |
NIPS |
2010 |
DBLP BibTeX RDF |
|
| 1 | Ingemar J. Cox, Ruoxun Fu, Lars Kai Hansen |
Probably Approximately Correct Search. |
ICTIR |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Troels Bjerre, Jonas Henriksen, Carsten Haagen Nielsen, Peter Mondrup Rasmussen, Lars Kai Hansen, Kristoffer Hougaard Madsen |
Unified ICA-SPM Analysis of fMRI Experiments - Implementation of an ICA Graphical user Interface for the SPM Pipeline. |
BIOSIGNALS |
2009 |
DBLP BibTeX RDF |
|
| 1 | Bartlomiej Wilkowski, Marcin Szewczyk, Peter Mondrup Rasmussen, Lars Kai Hansen, Finn Årup Nielsen |
Coordinate-based Meta-analytic search for the SPM Neuroimaging Pipeline - The BredeQuery Plugin for SPM5. |
HEALTHINF |
2009 |
DBLP BibTeX RDF |
|
| 1 | Mikkel N. Schmidt, Ole Winther, Lars Kai Hansen |
Bayesian Non-negative Matrix Factorization. |
ICA |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Carsten Stahlhut, Morten Mørup, Ole Winther, Lars Kai Hansen |
Sofomore: Combined EEG Source and Forward Model Reconstruction. |
ISBI |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Morten Mørup, Lars Kai Hansen, Sidse M. Arnfred |
Algorithms for Sparse Nonnegative Tucker Decompositions. |
Neural Computation |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Daniel J. Jacobsen, Lars Kai Hansen, Kristoffer Hougaard Madsen |
Bayesian Model Comparison in Nonlinear BOLD fMRI Hemodynamics. |
Neural Computation |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Andreas Brinch Nielsen, Lars Kai Hansen |
Structure learning by pruning in independent component analysis. |
Neurocomputing |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Thomas Beierholm, Albert H. Nuttall, Lars Kai Hansen |
Use and Subtleties of Saddlepoint Approximation for Minimum Mean-Square Error Estimation. |
IEEE Transactions on Information Theory |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Ling Feng, Andreas Brinch Nielsen, Lars Kai Hansen |
Vocal Segment Classification in Popular Music. |
ISMIR |
2008 |
DBLP BibTeX RDF |
|
| 1 | Jakob Eg Larsen, Søren Halling, Magnús Sigurðsson, Lars Kai Hansen |
MuZeeker: Adapting a Music Search Engine for Mobile Phones. |
WMMP |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Peter Mondrup Rasmussen, Morten Mørup, Lars Kai Hansen, Sidse M. Arnfred |
Model Order Estimation for Independent Component Analysis of Epoched EEG Signals. |
BIOSIGNALS |
2008 |
DBLP BibTeX RDF |
|
| 1 | Morten Mørup, Kristoffer Hougaard Madsen, Lars Kai Hansen |
Approximate L0 constrained non-negative matrix and tensor factorization. |
ISCAS |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Michael Kai Petersen, Lars Kai Hansen, Andrius Butkus |
Semantic Contours in Tracks Based on Emotional Tags. |
CMMR |
2008 |
DBLP DOI BibTeX RDF |
Pattern recognition, emotions, text processing |
| 1 | Ana S. Lukic, Miles N. Wernick, Yongyi Yang, Lars Kai Hansen, Konstantinos Arfanakis, Stephen C. Strother |
Effect of Spatial Alignment Transformations in PCA and ICA of Functional Neuroimages. |
IEEE Trans. Med. Imaging |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Mads Dyrholm, Scott Makeig, Lars Kai Hansen |
Model Selection for Convolutive ICA with an Application to Spatiotemporal Analysis of EEG. |
Neural Computation |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Anders Meng, P. Ahrendt, Jan Larsen, Lars Kai Hansen |
Temporal Feature Integration for Music Genre Classification. |
IEEE Transactions on Audio, Speech & Language Processing |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Bjarni Bödvarsson, Lars Kai Hansen, Claus Svarer, Gitte Moos Knudsen |
NMF on Positron Emission Tomography. |
ICASSP |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Morten Mørup, Kristoffer Hougaard Madsen, Lars Kai Hansen |
Shifted Independent Component Analysis. |
ICA |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Thomas Grotkjær, Ole Winther, Birgitte Regenberg, Jens Nielsen, Lars Kai Hansen |
Robust multi-scale clustering of large DNA microarray datasets with the consensus algorithm. |
Bioinformatics |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Rasmus Kongsgaard Olsson, Lars Kai Hansen |
Linear State-Space Models for Blind Source Separation. |
Journal of Machine Learning Research |
2006 |
DBLP BibTeX RDF |
|
| 1 | Jerónimo Arenas-García, Jan Larsen, Lars Kai Hansen, Anders Meng |
Optimal filtering of dynamics in short-time features for music organization. |
ISMIR |
2006 |
DBLP BibTeX RDF |
|
| 1 | Tue Lehn-Schiøler, Jerónimo Arenas-García, Kaare Brandt Petersen, Lars Kai Hansen |
A Genre Classification Plug-in for Data Collection. |
ISMIR |
2006 |
DBLP BibTeX RDF |
|
| 1 | Thomas Bøvith, Allan Aasbjerg Nielsen, Lars Kai Hansen, Søren Overgaard, Rashpal S. Gill |
Detecting Weather Radar Clutter by Information Fusion With Satellite Images and Numerical Weather Prediction Model Output. |
IGARSS |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Mads Dyrholm, Scott Makeig, Lars Kai Hansen |
Model Structure Selection in Convolutive Mixtures. |
ICA |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Lars Kai Hansen, Ling Feng |
Cogito Componentiter Ergo Sum. |
ICA |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Jerónimo Arenas-García, Kaare Brandt Petersen, Lars Kai Hansen |
Sparse Kernel Orthonormalized PLS for feature extraction in large data sets. |
NIPS |
2006 |
DBLP BibTeX RDF |
|
| 1 | Daniel J. Jacobsen, Kristoffer Hougaard Madsen, Lars Kai Hansen |
Identification of non-linear models of neural activity in BOLD fMRI. |
ISBI |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Kaare Brandt Petersen, Ole Winther, Lars Kai Hansen |
On the Slow Convergence of EM and VBEM in Low-Noise Linear Models. |
Neural Computation |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Ling Feng, Lars Kai Hansen |
On Low-level Cognitive Components of Speech. |
CIMCA/IAWTIC |
2005 |
DBLP BibTeX RDF |
|
| 1 | Finn Årup Nielsen, Lars Kai Hansen |
Finding related functional neuroimaging volumes. |
Artificial Intelligence in Medicine |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Finn Årup Nielsen, Lars Kai Hansen, Daniela Balslev |
Mining for associations between text and brain activation in a functional neuroimaging database. |
Neuroinformatics |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Rasmus Kongsgaard Olsson, Lars Kai Hansen |
Estimating the Number of Sources in a Noisy Convolutive Mixture Using BIC. |
ICA |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Mads Dyrholm, Lars Kai Hansen |
CICAAR: Convolutive ICA with an Auto-regressive Inverse Model. |
ICA |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Rasmus Elsborg Madsen, Sigurdur Sigurdsson, Lars Kai Hansen, Jan Larsen |
Pruning The Vocabulary For Better Context Recognition. |
ICPR |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Tue Lehn-Schiøler, Lars Kai Hansen, Jan Larsen |
Mapping from Speech to Images Using Continuous State Space Models. |
MLMI |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Rasmus Kongsgaard Olsson, Lars Kai Hansen |
A Harmonic Excitation State-Space Approach to Blind Separation of Speech. |
NIPS |
2004 |
DBLP BibTeX RDF |
|
| 1 | Lars Kai Hansen, Finn Årup Nielsen, Jan Larsen |
Exploring fMRI data for periodic signal components. |
Artificial Intelligence in Medicine |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Mads Nielsen, Lars Kai Hansen, Peter Johansen, Jon Sporring |
Guest Editorial: Special Issue on Statistics of Shapes and Textures. |
Journal of Mathematical Imaging and Vision |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Pedro A. d. F. R. Højen-Sørensen, Ole Winther, Lars Kai Hansen |
Mean-Field Approaches to Independent Component Analysis. |
Neural Computation |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Pedro A. d. F. R. Højen-Sørensen, Ole Winther, Lars Kai Hansen |
Analysis of functional neuroimages using ICA with adaptive binary sources. |
Neurocomputing |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Ana S. Lukic, Lars Kai Hansen, Miles N. Wernick, Stephen C. Strother |
An ICA algorithm for analyzing multiple data sets. |
ICIP |
2002 |
DBLP BibTeX RDF |
|
| 1 | Ana S. Lukic, Miles N. Wernick, Lars Kai Hansen, Jon R. Anderson, Stephen C. Strother |
A spatially robust ICA algorithm for multiple fMRI data sets. |
ISBI |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Cyril Goutte, Finn Årup Nielsen, Lars Kai Hansen |
Modelling the Haemodynamic Response in fMRI with Smooth FIR Filters. |
IEEE Trans. Med. Imaging |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | Ulrik Kjems, Lars Kai Hansen, Stephen C. Strother |
Generalizable Singular Value Decomposition for Ill-posed Datasets. |
NIPS |
2000 |
DBLP BibTeX RDF |
|
| 1 | Pedro A. d. F. R. Højen-Sørensen, Ole Winther, Lars Kai Hansen |
Ensemble Learning and Linear Response Theory for ICA. |
NIPS |
2000 |
DBLP BibTeX RDF |
|
| 1 | Ulrik Kjems, Stephen C. Strother, Jon R. Anderson, Ian Law, Lars Kai Hansen |
Enhancing the Multivariate Signal of [15O] water PET Studies with a New Non-Linear Neuroanatomical Registration Algorithm. |
IEEE Trans. Med. Imaging |
1999 |
DBLP DOI BibTeX RDF |
|
| 1 | Pedro A. d. F. R. Højen-Sørensen, Lars Kai Hansen, Carl Edward Rasmussen |
Bayesian Modelling of fMRI lime Series. |
NIPS |
1999 |
DBLP BibTeX RDF |
|
| 1 | Lars Kai Hansen |
Bayesian Averaging is Well-Temperated. |
NIPS |
1999 |
DBLP BibTeX RDF |
|
| 1 | Jens E. Wilhjelm, M.-L. M. Grønholdt, B. Wiebe, S. K. Jespersen, Lars Kai Hansen, H. Sillesen |
Quantitative Analysis of Ultrasound B-mode images of Carotid Atherosclerotic Plaque: Correlation with Visual Classification and Histological Examination. |
IEEE Trans. Med. Imaging |
1998 |
DBLP DOI BibTeX RDF |
|
| 1 | Mads Hintz-Madsen, Lars Kai Hansen, Jan Larsen, Morten With Pedersen, Michael Larsen |
Neural classifier construction using regularization, pruning and test error estimation. |
Neural Networks |
1998 |
DBLP DOI BibTeX RDF |
|
| 1 | Jan Gorodkin, Lars Kai Hansen, Benny Lautrup, Sara A. Solla |
Universal Distribution of Saliencies for Pruning in Layered Neural Networks. |
Int. J. Neural Syst. |
1997 |
DBLP DOI BibTeX RDF |
|
| 1 | Cyril Goutte, Lars Kai Hansen |
Regularization with a Pruning Prior. |
Neural Networks |
1997 |
DBLP DOI BibTeX RDF |
|
| 1 | Niels Mørch, Lars Kai Hansen, Stephen C. Strother, Claus Svarer, David A. Rottenberg, Benny Lautrup, Robert L. Savoy, Olaf B. Paulson |
Nonlinear versus Linear Models in Functional Neuroimaging: Learning Curves and Generalization Crossover. |
IPMI |
1997 |
DBLP DOI BibTeX RDF |
Multivariate brain modeling, ill-posed learning, generalization, learning curves |
| 1 | Finn Årup Nielsen, Lars Kai Hansen |
Interactive Information Visualization in Neuroimaging. |
Workshop on New Paradigms in Information Visualization and Manipulation |
1997 |
DBLP DOI BibTeX RDF |
information visualization, VRML, VRML, neuroimaging |
| 1 | Lars Kai Hansen, Jan Larsen |
Linear unlearning for cross-validation. |
Adv. Comput. Math. |
1996 |
DBLP DOI BibTeX RDF |
|
| 1 | Jan Larsen, Claus Svarer, Lars Nonboe Andersen, Lars Kai Hansen |
Adaptive Regularization in Neural Network Modeling. |
Neural Networks: Tricks of the Trade |
1996 |
DBLP DOI BibTeX RDF |
|
| 1 | Morten With Pedersen, Lars Kai Hansen, Jan Larsen |
Pruning with generalization based weight saliencies: gamma-OBD, gamma-OBS. |
NIPS |
1995 |
DBLP BibTeX RDF |
|
| 1 | Lars Kai Hansen |
Book Review: "Time Series Prediction: Forecasting the Future and Understanding the Past", Eds. Andreas S. Weigend and Neil A. Gershenfeld. |
Int. J. Neural Syst. |
1994 |
DBLP DOI BibTeX RDF |
|
| 1 | Lars Kai Hansen, Carl Edward Rasmussen |
Pruning from Adaptive Regularization. |
Neural Computation |
1994 |
DBLP DOI BibTeX RDF |
|
| 1 | Morten With Pedersen, Lars Kai Hansen |
Recurrent Networks: Second Order Properties and Pruning. |
NIPS |
1994 |
DBLP BibTeX RDF |
|
| 1 | Jan Gorodkin, Lars Kai Hansen, Anders Krogh, Claus Svarer, Ole Winther |
A Quantitative Study Of Pruning By Optimal Brain Damage. |
Int. J. Neural Syst. |
1993 |
DBLP DOI BibTeX RDF |
|
| 1 | Lars Kai Hansen |
Stochastic linear learning: Exact test and training error averages. |
Neural Networks |
1993 |
DBLP DOI BibTeX RDF |
|
| 1 | Peter Salamon, John C. Wootton, Andrzej K. Konopka, Lars Kai Hansen |
On the Robustness of Maximum Entropy Relationships for Complexity Distributions of Nucleotide Sequences. |
Computers & Chemistry |
1993 |
DBLP DOI BibTeX RDF |
|
| 1 | Lars Kai Hansen, Peter Salamon |
Neural Network Ensembles. |
IEEE Trans. Pattern Anal. Mach. Intell. |
1990 |
DBLP DOI BibTeX RDF |
crossvalidation, residual generalization error, neural networks, performance, classification, pattern recognition, pattern recognition, training, neural nets, learning systems |
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